Cooperation project with SAP and SAP Concur, for Vendor Data Cleaning of hotels. Our main task has been to apply Duplicate Detection, thus identify duplicates and understand what are their causes. The approaches we followed mainly use data preparation and matching dependencies, for which more information is further available through our publications.